transaction_id
stringlengths
11
11
user_id
stringclasses
1k values
timestamp
stringlengths
19
19
amount
float64
0.51
12.4k
merchant
stringlengths
10
54
description
stringlengths
14
85
transaction_type
stringclasses
4 values
device
stringclasses
4 values
ip_address
stringlengths
8
15
location
stringlengths
10
28
is_fraud
bool
2 classes
T0000030700
U00000885
2025-01-08 11:43:43
699.06
Mckinney PLC Phone Services
Transfer to account *5554
transfer
pos
null
Allenville, CA
false
T0000030701
U00000885
2025-03-11 21:51:14
338.64
Stewart LLC Digital Services
Shopping at Stewart LLC Digital Services
purchase
web
68.129.238.102
South Jason, CA
false
T0000030702
U00000885
2025-01-27 23:03:30
863.79
Jones, Moran and Barber Computers
Cash withdrawal
withdrawal
pos
null
West Christian, CA
false
T0000030703
U00000885
2025-02-28 14:23:06
2,953.83
Smith-Freeman Cruise Lines
ATM withdrawal [unusual location]
withdrawal
mobile
155.172.126.24
Clarkbury, CA
true
T0000030704
U00000885
2025-03-07 20:11:19
639.85
Peterson-Wolf Shoes
Cash withdrawal
withdrawal
mobile
172.98.49.96
Garciashire, CA
false
T0000030705
U00000885
2025-02-27 04:37:06
141.85
Taylor, Coleman and Hutchinson Fast Food
Monthly subscription - Taylor, Coleman and Hutchinson Fast Food
subscription
mobile
206.87.153.116
Rodriguezmouth, CA
false
T0000030706
U00000885
2025-03-13 18:06:47
1,108.95
Vincent, Shelton and Williams Café
Cash withdrawal
withdrawal
pos
null
Torresview, CA
false
T0000030707
U00000885
2025-03-11 09:36:13
1,168.53
Mccoy, Howell and Buchanan Medical Center
Cash withdrawal
withdrawal
pos
null
North Micheleberg, RU
true
T0000030708
U00000885
2024-10-20 08:53:43
1,313.66
Jones, Moran and Barber Computers
Monthly subscription - Jones, Moran and Barber Computers
subscription
mobile
18.88.138.166
North Jeanneberg, CA
false
T0000030709
U00000885
2025-03-11 22:48:48
259.03
Taylor, Coleman and Hutchinson Fast Food
Transfer to account *8970
transfer
mobile
10.230.28.189
Alvaradoshire, CA
false
T0000030710
U00000885
2025-03-07 05:51:34
786.14
Navarro Group Dental Clinic
Recurring payment to Navarro Group Dental Clinic
subscription
mobile
139.204.36.13
New Kimberly, CA
false
T0000030711
U00000885
2025-02-24 15:03:10
173.18
Vincent, Shelton and Williams Café
Bank withdrawal
withdrawal
mobile
99.116.176.234
Christopherburgh, CA
false
T0000030712
U00000885
2025-03-11 15:04:48
156.8
Mathews, Haynes and Fisher Gaming
Bank withdrawal
withdrawal
web
6.178.125.231
South Joshua, CA
false
T0000030713
U00000885
2025-03-14 20:36:38
1,485.79
Jones, Moran and Barber Computers
Bought items at Jones, Moran and Barber Computers
purchase
pos
null
Andresmouth, CA
false
T0000030714
U00000886
2025-02-02 16:47:42
60.79
Webb, Robbins and Keller Wellness Center
Transfer to account *500
transfer
pos
null
West Amy, AU
false
T0000030715
U00000886
2025-03-04 07:10:00
613.38
Charles-Montgomery Sporting Goods
Transfer to account *4028
transfer
mobile
174.48.102.95
Lake Tanya, AU
false
T0000030716
U00000886
2025-03-06 12:06:32
291.96
Ramirez, Cruz and Murillo Streaming Services
Money transfer
transfer
atm
null
Jenniferchester, AU
false
T0000030717
U00000886
2025-03-07 05:07:03
411.11
Moore, Baker and Rodriguez Auto Service
Payment to Moore, Baker and Rodriguez Auto Service
purchase
web
82.123.31.123
Juliefurt, AU
false
T0000030718
U00000886
2025-03-08 09:15:24
521.81
Avila, Jackson and Foster Entertainment Complex
Bought items at Avila, Jackson and Foster Entertainment Complex
purchase
mobile
53.178.127.72
Lake Timothy, AU
false
T0000030719
U00000886
2025-02-19 01:45:07
84.08
Payne-Smith Car Rental
Transfer to account *7496
transfer
mobile
12.135.72.125
Mcbrideburgh, AU
false
T0000030720
U00000886
2025-01-10 22:32:29
40.78
Davis, Morrow and Smith Supermarket
ATM withdrawal
withdrawal
pos
null
Port Jenniferville, AU
false
T0000030721
U00000886
2025-02-21 03:57:52
113.29
Wilson, Gill and Barber Organic Foods
Purchase at Wilson, Gill and Barber Organic Foods
purchase
web
146.77.164.4
East Jennaborough, AU
false
T0000030722
U00000886
2025-01-13 23:04:45
101.43
Strickland, Fisher and Davenport Vision Center
Bank withdrawal
withdrawal
web
217.204.235.113
Port Stacyton, AU
false
T0000030723
U00000886
2025-01-02 00:58:21
326.62
Davis, Morrow and Smith Supermarket
Bank transfer to *1576
transfer
mobile
143.106.241.175
Russellton, AU
false
T0000030724
U00000886
2025-03-06 14:15:17
172.38
Chang, Davis and Boyle Department Store
ATM withdrawal
withdrawal
pos
null
Salazarchester, AU
false
T0000030725
U00000886
2025-03-04 18:23:00
472.33
Avila, Jackson and Foster Entertainment Complex
Bank transfer to *6032
transfer
mobile
198.69.173.135
South Albert, AU
false
T0000030726
U00000886
2025-01-23 07:44:31
1,563.72
Fowler-Best Farmers Market
Bank withdrawal
withdrawal
web
71.36.191.10
Jonathanbury, AU
false
T0000030727
U00000886
2025-01-24 16:23:54
55.01
Phillips, Burke and Williams Electronics
Payment to Phillips, Burke and Williams Electronics
purchase
mobile
10.64.101.130
Barbaraton, AU
false
T0000030728
U00000886
2025-01-31 03:47:55
1,828.16
Thomas Inc Vision Center
Bank transfer to *9154
transfer
mobile
79.60.186.141
West Michelle, AU
false
T0000030729
U00000886
2025-03-07 11:20:49
341.28
Gutierrez-Strong Pharmacy
Transfer to account *9065
transfer
web
40.29.47.221
New Mariastad, AU
false
T0000030730
U00000886
2025-03-08 13:51:19
301.82
Wilson, Gill and Barber Organic Foods
ATM withdrawal
withdrawal
web
209.223.244.147
Kevinmouth, AU
false
T0000030731
U00000886
2025-02-12 16:14:00
528.3
Jennings and Sons Farmers Market
Bought items at Jennings and Sons Farmers Market
purchase
atm
null
East Jessica, AU
false
T0000030732
U00000886
2025-02-10 17:29:15
235.87
Smith, Cohen and Wood Financial Advisors
Transfer to account *3914
transfer
pos
null
Port Jessica, AU
false
T0000030733
U00000886
2025-02-12 07:30:13
2,013.66
Wilson, Gill and Barber Organic Foods
Bank withdrawal
withdrawal
pos
null
South Rachel, AU
false
T0000030734
U00000886
2025-02-28 01:53:57
89.94
Davis, Morrow and Smith Supermarket
Bank transfer to *9603
transfer
mobile
147.208.222.222
Stoneshire, AU
false
T0000030735
U00000886
2025-02-19 23:46:08
164.3
Castillo Inc Bistro
Cash withdrawal
withdrawal
web
30.23.195.32
Gloverland, AU
false
T0000030736
U00000886
2025-03-06 22:47:13
509.3
Wilson, Gill and Barber Organic Foods
Recurring payment to Wilson, Gill and Barber Organic Foods
subscription
atm
null
Alexanderstad, AU
false
T0000030737
U00000886
2025-01-21 00:05:12
184.79
Johns-Clements Organic Foods
Money transfer
transfer
mobile
164.239.30.186
Davisburgh, AU
false
T0000030738
U00000886
2025-03-06 01:55:21
131.76
Johns-Clements Organic Foods
ATM withdrawal
withdrawal
mobile
120.193.247.3
Watsonburgh, AU
false
T0000030739
U00000886
2024-12-09 21:13:21
217.46
Wyatt-Gray Gaming
ATM withdrawal
withdrawal
web
113.201.220.81
New John, AU
false
T0000030740
U00000886
2025-02-06 23:23:43
326.12
Wyatt-Gray Gaming
Shopping at Wyatt-Gray Gaming
purchase
mobile
209.187.64.193
North David, AU
false
T0000030741
U00000886
2025-02-25 05:07:54
109.16
Wyatt-Gray Gaming
Cash withdrawal
withdrawal
web
85.39.208.170
Campbellbury, AU
false
T0000030742
U00000886
2025-02-21 22:51:25
261.12
Davis, Morrow and Smith Supermarket
ATM withdrawal
withdrawal
web
59.220.238.26
South Raymondland, AU
false
T0000030743
U00000886
2025-02-28 12:05:58
66.51
Wyatt-Gray Gaming
Subscription renewal - Wyatt-Gray Gaming
subscription
mobile
106.5.202.84
New Catherine, AU
false
T0000030744
U00000886
2025-01-30 07:19:11
310.77
Perry-Dyer Gaming
Bank transfer to *6420
transfer
web
119.168.52.86
Christyberg, AU
false
T0000030745
U00000886
2025-02-19 15:10:29
79.47
Davis, Morrow and Smith Supermarket
Bank withdrawal
withdrawal
mobile
60.185.32.234
Calhounhaven, AU
false
T0000030746
U00000886
2025-02-03 14:36:17
274.41
Perry-Dyer Gaming
Cash withdrawal
withdrawal
pos
null
Abigailstad, AU
false
T0000030747
U00000886
2025-02-17 02:16:49
121.24
Campbell Ltd Electronics
Bought items at Campbell Ltd Electronics
purchase
mobile
125.71.132.187
South John, AU
false
T0000030748
U00000886
2024-12-24 18:58:20
348.02
Gray-Sanchez Hotels
Bought items at Gray-Sanchez Hotels
purchase
web
90.188.177.255
Westborough, AU
false
T0000030749
U00000886
2025-01-08 18:09:45
179.03
Jennings and Sons Farmers Market
Bank withdrawal
withdrawal
pos
null
Lake Melissa, AU
false
T0000030750
U00000886
2025-01-25 04:02:28
109.67
Juarez, Rodgers and Gibson Tire Shop
Bank transfer to *6344
transfer
mobile
27.36.130.68
New Michaelville, AU
false
T0000030751
U00000886
2025-02-01 12:54:39
450.99
Johns-Clements Organic Foods
Bank transfer to *2588
transfer
mobile
203.137.247.13
South Christopher, AU
false
T0000030752
U00000886
2025-02-16 00:58:43
202.94
Wilson, Gill and Barber Organic Foods
Bank withdrawal
withdrawal
atm
null
Rodriguezmouth, AU
false
T0000030753
U00000886
2025-02-13 02:50:20
1,485.66
Lozano-Garrett Hotels
Shopping at Lozano-Garrett Hotels
purchase
mobile
206.74.22.171
East Dakotaview, BR
true
T0000030754
U00000886
2025-02-22 01:11:48
291.79
Ray-Boyd Hotels
Recurring payment to Ray-Boyd Hotels
subscription
web
117.71.205.84
West Theresa, AU
false
T0000030755
U00000886
2025-01-13 21:11:26
130.94
Johns-Clements Organic Foods
ATM withdrawal
withdrawal
mobile
185.218.133.191
Port Johnshire, AU
false
T0000030756
U00000887
2025-02-07 13:14:49
227.21
Anderson, Lambert and Bauer Cruise Lines
ATM withdrawal
withdrawal
web
157.43.34.227
Elizabethburgh, US
false
T0000030757
U00000887
2025-02-15 08:19:27
466.57
Morrison-Newton Pharmacy
Money transfer
transfer
web
10.165.221.139
Forbesberg, US
false
T0000030758
U00000887
2025-02-25 10:17:12
233.43
Gray-Morris Digital Services
Shopping at Gray-Morris Digital Services
purchase
web
212.101.66.249
Lake Ashley, US
false
T0000030759
U00000887
2025-03-12 20:12:47
588.12
Dean-Martinez Car Rental
Recurring payment to Dean-Martinez Car Rental
subscription
web
204.8.153.12
Lake Destiny, US
false
T0000030760
U00000887
2025-02-15 16:24:43
491.7
Alvarado LLC Gas Station
Cash withdrawal
withdrawal
atm
null
Brendaburgh, US
false
T0000030761
U00000887
2025-02-14 01:28:09
205.39
Fowler Inc Sporting Goods
Subscription renewal - Fowler Inc Sporting Goods
subscription
mobile
85.184.133.205
South Amy, US
false
T0000030762
U00000887
2025-02-27 17:02:37
178.74
Smith-Knight Water Services
Subscription renewal - Smith-Knight Water Services
subscription
mobile
66.164.253.231
East Ronald, US
false
T0000030763
U00000887
2024-12-25 23:41:53
198.53
Gray-Morris Digital Services
Monthly subscription - Gray-Morris Digital Services
subscription
pos
null
New Maryport, US
false
T0000030764
U00000887
2025-02-19 21:46:18
475.31
Dean-Martinez Car Rental
Bank transfer to *6801
transfer
atm
null
Denisefurt, US
false
T0000030765
U00000887
2024-12-26 14:52:02
178.28
Hayes, Smith and Cross Diner
Shopping at Hayes, Smith and Cross Diner
purchase
web
157.180.30.132
Woodsmouth, US
false
T0000030766
U00000888
2025-01-27 04:51:07
521.55
King, Gonzales and Carr Car Wash
Subscription renewal - King, Gonzales and Carr Car Wash
subscription
web
219.130.249.153
North Stacy, CA
false
T0000030767
U00000888
2025-03-14 18:19:42
144.54
Cruz, Patel and Mccall Sporting Goods
Subscription renewal - Cruz, Patel and Mccall Sporting Goods
subscription
web
143.52.80.176
New Kimberly, CA
false
T0000030768
U00000888
2025-01-06 07:11:04
676.31
Cruz, Patel and Mccall Sporting Goods
Bank transfer to *9173
transfer
web
66.223.37.254
Bennettland, CA
false
T0000030769
U00000888
2024-12-24 01:38:05
123.76
King, Gonzales and Carr Car Wash
Cash withdrawal
withdrawal
atm
null
South Matthew, CA
false
T0000030770
U00000888
2025-03-02 04:04:03
261.5
Lane, Jones and Hansen Investments
Monthly subscription - Lane, Jones and Hansen Investments
subscription
pos
null
North Jamie, CA
false
T0000030771
U00000888
2025-02-24 06:04:56
767.77
Lane, Jones and Hansen Investments
Payment to Lane, Jones and Hansen Investments
purchase
mobile
41.56.112.106
West Jeffery, CA
false
T0000030772
U00000888
2025-02-18 17:39:42
4,742.31
Richmond-Rivera Entertainment Complex
Recurring payment to Richmond-Rivera Entertainment Complex
subscription
web
159.39.185.132
Ryanfurt, CN
true
T0000030773
U00000888
2025-02-26 23:39:34
162.38
Cordova-Quinn Gas Company
Purchase at Cordova-Quinn Gas Company
purchase
mobile
2.24.199.10
South Daniel, CA
false
T0000030774
U00000888
2025-01-19 21:12:59
132.29
Lane, Jones and Hansen Investments
Bank transfer to *9454
transfer
atm
null
Chrisshire, CA
false
T0000030775
U00000888
2025-02-26 15:50:45
323.54
Cruz, Patel and Mccall Sporting Goods
Transfer to account *6609
transfer
mobile
84.212.154.42
South Kristen, CA
false
T0000030776
U00000888
2025-03-04 20:12:42
114.01
Davis Inc Market
Shopping at Davis Inc Market
purchase
web
130.35.135.185
Kimton, CA
false
T0000030777
U00000888
2025-03-05 06:27:33
147.37
Cordova-Quinn Gas Company
Money transfer
transfer
atm
null
Port Morganton, CA
false
T0000030778
U00000888
2024-11-23 14:13:55
2,921.18
King, Gonzales and Carr Car Wash
Monthly subscription - King, Gonzales and Carr Car Wash
subscription
mobile
210.137.32.221
Whiteview, CA
false
T0000030779
U00000888
2025-02-23 02:22:04
463.38
King, Gonzales and Carr Car Wash
ATM withdrawal
withdrawal
pos
null
West Bryanport, CA
false
T0000030780
U00000888
2025-02-07 15:50:53
387.57
Cordova-Quinn Gas Company
Cash withdrawal
withdrawal
pos
null
Port Jared, CA
false
T0000030781
U00000888
2025-02-13 22:22:13
1,301.33
Cruz, Patel and Mccall Sporting Goods
Subscription renewal - Cruz, Patel and Mccall Sporting Goods
subscription
web
142.241.232.205
New Nicole, CA
false
T0000030782
U00000888
2025-03-06 00:40:18
300.57
Thomas Ltd Bistro
Money transfer
transfer
mobile
125.186.86.182
Port Ashley, CA
false
T0000030783
U00000888
2025-03-09 00:08:08
1,598.57
Cordova-Quinn Gas Company
Cash withdrawal
withdrawal
atm
null
South James, CA
false
T0000030784
U00000888
2025-03-04 00:38:37
685.1
Lane, Jones and Hansen Investments
Transfer to account *801
transfer
mobile
78.201.83.81
West Joanne, CA
false
T0000030785
U00000888
2025-03-12 19:34:14
115.15
Lane, Jones and Hansen Investments
Purchase at Lane, Jones and Hansen Investments
purchase
pos
null
South Lesliebury, CA
false
T0000030786
U00000888
2025-02-06 23:41:56
120.68
Munoz, Berry and Molina Hotels
Purchase at Munoz, Berry and Molina Hotels
purchase
pos
null
East Alex, CA
false
T0000030787
U00000888
2025-01-10 13:38:23
110.76
Lane, Jones and Hansen Investments
Money transfer
transfer
mobile
72.57.190.92
North Rachelview, CA
false
T0000030788
U00000888
2025-01-25 00:07:03
137.91
King, Gonzales and Carr Car Wash
Shopping at King, Gonzales and Carr Car Wash
purchase
web
182.125.175.36
Dennisland, CA
false
T0000030789
U00000888
2024-11-29 19:27:19
1,069.04
Lane, Jones and Hansen Investments
Subscription renewal - Lane, Jones and Hansen Investments
subscription
web
43.123.107.192
Port Kendraton, CA
false
T0000030790
U00000888
2025-03-14 14:11:35
270.9
Cruz, Patel and Mccall Sporting Goods
Shopping at Cruz, Patel and Mccall Sporting Goods
purchase
pos
null
Lambertborough, CA
false
T0000030791
U00000888
2024-09-25 08:11:12
2,858.97
Davidson-Burgess Healthcare Services
Recurring payment to Davidson-Burgess Healthcare Services
subscription
pos
null
Jacksonberg, CA
false
T0000030792
U00000888
2025-03-04 19:24:16
458.57
Cruz, Patel and Mccall Sporting Goods
Recurring payment to Cruz, Patel and Mccall Sporting Goods
subscription
mobile
71.76.21.130
East Billyside, CA
false
T0000030793
U00000888
2025-03-03 01:31:28
170.74
Washington PLC Banking
Cash withdrawal
withdrawal
mobile
26.55.75.166
West Peter, CA
false
T0000030794
U00000888
2024-11-26 14:38:09
743.66
Cruz, Patel and Mccall Sporting Goods
Monthly subscription - Cruz, Patel and Mccall Sporting Goods
subscription
pos
null
North Juliefort, CA
false
T0000030795
U00000889
2025-02-02 14:53:14
379.6
Coleman and Sons Gas Station
Monthly subscription - Coleman and Sons Gas Station
subscription
web
14.161.145.7
Wellsfurt, DE
false
T0000030796
U00000889
2025-03-07 21:56:11
143.32
Cordova-Brown Car Dealership
Transfer to account *2158
transfer
pos
null
Port Brandon, DE
false
T0000030797
U00000889
2025-01-16 11:52:30
1,773.29
Brewer, Snyder and Taylor Market
Bank withdrawal
withdrawal
mobile
161.235.97.106
Murraytown, DE
false
T0000030798
U00000889
2025-02-08 15:46:01
393.83
Schmidt, Lee and Le Fast Food
Subscription renewal - Schmidt, Lee and Le Fast Food
subscription
web
83.153.3.50
Port Alyssaton, DE
false
T0000030799
U00000889
2025-03-05 03:50:34
289.02
Monroe-Petersen Dental Clinic
Shopping at Monroe-Petersen Dental Clinic
purchase
pos
null
East Garyshire, DE
false